Liebe (German for "love") is a surname that may refer to:
- Carl Christian Vilhelm Liebe (1820–1900), Danish politician
- Christian Liebe (1654–1708), German composer (de)
- Heinrich Liebe (1908–1997), German naval officer
- Otto Liebe (1860–1929), Prime Minister of Denmark 1920